| Interpretable Conservation Law Estimation by Deriving the Symmetries of Dynamics from Trained Deep Neural Networks | Dec 31, 2019 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Grey Models for Short-Term Queue Length Predictions for Adaptive Traffic Signal Control | Dec 29, 2019 | PredictionTime Series | —Unverified | 0 |
| Interpreting LSTM Prediction on Solar Flare Eruption with Time-series Clustering | Dec 27, 2019 | Binary ClassificationClustering | CodeCode Available | 0 |
| Use Short Isometric Shapelets to Accelerate Binary Time Series Classification | Dec 27, 2019 | ClassificationGeneral Classification | —Unverified | 0 |
| Crowdfunding Dynamics Tracking: A Reinforcement Learning Approach | Dec 27, 2019 | continuous-controlContinuous Control | —Unverified | 0 |
| Alpha Discovery Neural Network based on Prior Knowledge | Dec 26, 2019 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Evolutionary Dynamics of Investors Expectations and Market Price Movement | Dec 24, 2019 | Time SeriesTime Series Analysis | —Unverified | 0 |
| A Gated Recurrent Unit Approach to Bitcoin Price Prediction | Dec 24, 2019 | BIG-bench Machine LearningFeature Engineering | —Unverified | 0 |
| Visual Evaluation of Generative Adversarial Networks for Time Series Data | Dec 23, 2019 | Time SeriesTime Series Analysis | —Unverified | 0 |
| A Distributed Neural Network Architecture for Robust Non-Linear Spatio-Temporal Prediction | Dec 23, 2019 | Time SeriesTime Series Analysis | —Unverified | 0 |
| On the Initialization of Long Short-Term Memory Networks | Dec 22, 2019 | Missing Valuesregression | —Unverified | 0 |
| Graph Message Passing with Cross-location Attentions for Long-term ILI Prediction | Dec 21, 2019 | CoLAGraph Neural Network | —Unverified | 0 |
| Monetary Policy and Wealth Inequalities in Great Britain: Assessing the role of unconventional policies for a decade of household data | Dec 20, 2019 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Features or Shape? Tackling the False Dichotomy of Time Series Classification | Dec 20, 2019 | ClassificationGeneral Classification | —Unverified | 0 |
| Dynamic Prediction of ICU Mortality Risk Using Domain Adaptation | Dec 20, 2019 | Domain AdaptationICU Mortality | —Unverified | 0 |
| "The Squawk Bot": Joint Learning of Time Series and Text Data Modalities for Automated Financial Information Filtering | Dec 20, 2019 | ArticlesTime Series | —Unverified | 0 |
| Regularized Estimation of High-Dimensional Vector AutoRegressions with Weakly Dependent Innovations | Dec 19, 2019 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Temporal Fusion Transformers for Interpretable Multi-horizon Time Series Forecasting | Dec 19, 2019 | Interpretable Machine LearningTime Series | CodeCode Available | 3 |
| Variable-lag Granger Causality for Time Series Analysis | Dec 18, 2019 | Causal InferenceLeadership Inference | CodeCode Available | 1 |
| Continuous Meta-Learning without Tasks | Dec 18, 2019 | image-classificationImage Classification | CodeCode Available | 0 |
| On the Metrics and Adaptation Methods for Domain Divergences of sEMG-based Gesture Recognition | Dec 18, 2019 | Domain AdaptationGesture Recognition | CodeCode Available | 0 |
| Feature engineering workflow for activity recognition from synchronized inertial measurement units | Dec 18, 2019 | Activity RecognitionBIG-bench Machine Learning | CodeCode Available | 0 |
| Water Supply Prediction Based on Initialized Attention Residual Network | Dec 17, 2019 | PredictionTime Series | —Unverified | 0 |
| A posteriori Trading-inspired Model-free Time Series Segmentation | Dec 16, 2019 | Computational EfficiencyTime Series | —Unverified | 0 |
| Applying Deep Learning to Detect Traffic Accidents in Real Time Using Spatiotemporal Sequential Data | Dec 15, 2019 | Time SeriesTime Series Analysis | —Unverified | 0 |
